3 papers
cs.CV2026
PILOT: A Data-Free Continual Learning Approach for Real-Time Semantic Segmentation via Boundary Guidance
Yujing Zhou, Prashant Shekhar, Thomas Yang +1
Real-time semantic segmentation models offer an excellent balance between accuracy and inference speed. However, deploying these models in dynamic real world environments often req…
cs.LG2025
Machine Learning for Cyber-Attack Identification from Traffic Flows
Yujing Zhou, Marc L. Jacquet, Robel Dawit +9
This paper presents our simulation of cyber-attacks and detection strategies on the traffic control system in Daytona Beach, FL. using Raspberry Pi virtual machines and the OPNSens…
cs.LG2025
Explainable Machine Learning for Cyberattack Identification from Traffic Flows
Yujing Zhou, Marc L. Jacquet, Robel Dawit +9
The increasing automation of traffic management systems has made them prime targets for cyberattacks, disrupting urban mobility and public safety. Traditional network-layer defense…